Light up that Droid! On the Effectiveness of Static Analysis Features against App Obfuscation for Android Malware Detection

no code implementations • 24 Oct 2023 • Borja Molina-Coronado, Antonio Ruggia, Usue Mori, Alessio Merlo, Alexander Mendiburu, Jose Miguel-Alonso

Therefore, it needs to be determined to what extent the use of a specific obfuscation strategy or tool poses a risk for the validity of ML malware detectors for Android based on static analysis features.

Android Malware Detection Malware Detection